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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Linken's Sphere | 27 | 14.21% | 100.0 | 74.07% | +26.22% | +11.64% | -2.64% | -1.45% | 27:13 | 16:19 | 21:20 | 27:14 | 31:12 | 40:54 | 09:52 | 07:18 |
 | Refresher Orb | 13 | 6.84% | 98.5 | 84.62% | +35.47% | +15.38% | +15.38% | 0.00% | 40:54 | 31:21 | 35:27 | 38:40 | 40:22 | 1:13:03 | 04:55 | 03:38 |
 | Void Stone | 118 | 62.11% | 97.0 | 61.86% | +27.14% | +8.14% | +0.21% | -0.88% | 25:04 | 10:05 | 19:34 | 23:54 | 28:33 | 1:12:50 | 08:59 | 06:39 |
 | Ring of Health | 84 | 44.21% | 95.5 | 60.71% | +16.37% | -8.33% | -3.57% | 0.18% | 20:57 | 01:46 | 04:11 | 21:25 | 29:57 | 1:12:50 | 25:46 | 19:05 |
 | Spirit Vessel | 22 | 11.58% | 93.9 | 72.73% | +23.92% | -6.06% | +7.27% | 3.69% | 14:23 | 10:45 | 12:29 | 13:43 | 16:06 | 18:52 | 03:37 | 02:40 |
 | Magic Wand | 156 | 82.11% | 92.4 | 56.41% | +27.00% | -2.56% | -2.56% | 0.00% | 06:57 | -01:29 | 04:15 | 06:30 | 09:02 | 24:48 | 04:47 | 03:32 |
 | Magic Stick | 177 | 93.16% | 90.9 | 53.67% | +30.59% | +0.88% | -5.94% | -2.44% | 02:26 | -01:30 | -01:29 | 02:05 | 04:17 | 13:54 | 05:46 | 04:16 |
 | Eul's Scepter of Divinity | 65 | 34.21% | 89.4 | 58.46% | +10.46% | +16.54% | +4.04% | -1.73% | 26:07 | 16:20 | 21:56 | 24:57 | 29:10 | 59:23 | 07:14 | 05:21 |
 | Diffusal Blade | 75 | 39.47% | 87.9 | 57.33% | +9.50% | +16.35% | -9.96% | -9.80% | 13:57 | 09:35 | 12:05 | 13:33 | 14:46 | 29:02 | 02:41 | 01:59 |
 | Blink Dagger | 177 | 93.16% | 86.4 | 52.54% | +14.08% | -2.54% | -0.27% | 0.48% | 18:16 | 11:03 | 15:02 | 17:20 | 19:47 | 38:57 | 04:45 | 03:31 |
 | Quelling Blade | 154 | 81.05% | 84.8 | 52.60% | +5.38% | +3.81% | +2.66% | 0.00% | -01:23 | -01:30 | -01:29 | -01:29 | -01:29 | 09:08 | 00:00 | 00:00 |
 | Boots of Speed | 189 | 99.47% | 83.3 | 51.32% | -48.68% | -4.51% | +1.87% | 2.29% | 06:14 | -01:29 | 04:36 | 05:59 | 07:23 | 13:52 | 02:47 | 02:03 |
 | Wind Lace | 84 | 44.21% | 81.8 | 54.76% | +5.70% | +2.38% | +2.38% | 0.00% | 22:39 | 03:27 | 17:39 | 22:14 | 27:18 | 58:56 | 09:39 | 07:08 |
 | Orb of Corrosion | 92 | 48.42% | 80.3 | 53.26% | +3.26% | -14.13% | -1.09% | 4.50% | 06:55 | 02:42 | 04:54 | 05:59 | 07:48 | 24:21 | 02:54 | 02:08 |
 | Bottle | 69 | 36.32% | 78.8 | 55.07% | +5.48% | -2.13% | -2.13% | 0.00% | 01:40 | 00:38 | 01:14 | 01:28 | 01:39 | 06:26 | 00:25 | 00:18 |
 | Aghanim's Shard | 166 | 87.37% | 77.3 | 50.00% | -12.50% | +7.14% | -13.41% | -3.58% | 22:21 | 15:01 | 18:47 | 21:36 | 24:31 | 42:05 | 05:44 | 04:14 |
 | Orb of Venom | 100 | 52.63% | 75.8 | 52.00% | +0.89% | -12.00% | +4.00% | 4.21% | 04:21 | -01:29 | 02:03 | 03:56 | 05:51 | 17:54 | 03:48 | 02:48 |
 | Urn of Shadows | 35 | 18.42% | 74.2 | 60.00% | +10.32% | +6.67% | -4.44% | -2.13% | 05:51 | 02:09 | 03:14 | 04:38 | 08:27 | 14:52 | 05:13 | 03:51 |
 | Fluffy Hat | 98 | 51.58% | 72.7 | 52.04% | +0.95% | -16.04% | +6.29% | 6.84% | 05:48 | -01:29 | 03:56 | 05:13 | 07:12 | 23:49 | 03:16 | 02:25 |
 | Skull Basher | 60 | 31.58% | 71.2 | 55.00% | +5.00% | -1.67% | -15.00% | -1.62% | 33:12 | 21:19 | 28:21 | 33:29 | 36:36 | 49:17 | 08:15 | 06:06 |
 | Blight Stone | 110 | 57.89% | 69.7 | 50.00% | -3.75% | +3.57% | -12.96% | -6.36% | 04:07 | -01:23 | 02:38 | 03:21 | 05:14 | 11:59 | 02:36 | 01:55 |
 | Arcane Boots | 119 | 62.63% | 68.2 | 49.58% | -5.35% | +3.75% | -2.91% | -2.26% | 11:09 | 05:11 | 07:56 | 08:57 | 10:53 | 37:35 | 02:57 | 02:11 |
 | Lotus Orb | 20 | 10.53% | 66.7 | 65.00% | +15.00% | +15.00% | +15.00% | 0.00% | 27:24 | 18:35 | 22:35 | 26:33 | 29:28 | 43:28 | 06:53 | 05:05 |
 | Ring of Protection | 50 | 26.32% | 65.2 | 54.00% | +3.29% | -7.85% | +4.33% | 2.33% | 03:29 | -01:29 | -01:29 | 01:36 | 06:43 | 31:04 | 08:12 | 06:04 |
 | Bracer | 25 | 13.16% | 63.6 | 60.00% | +9.70% | -26.67% | +23.33% | 40.00% | 02:51 | -01:29 | -01:22 | 02:03 | 02:37 | 24:06 | 03:59 | 02:57 |
 | Aeon Disk | 32 | 16.84% | 62.1 | 53.13% | +1.86% | +9.37% | +21.87% | 1.83% | 35:50 | 26:09 | 30:55 | 34:35 | 37:44 | 53:18 | 06:49 | 05:02 |
 | Aether Lens | 8 | 4.21% | 60.6 | 75.00% | +24.45% | +25.00% | -25.00% | 0.00% | 39:26 | 33:03 | 36:20 | 36:50 | 41:19 | 50:02 | 04:59 | 03:41 |
 | Aghanim's Scepter | 29 | 15.26% | 59.1 | 51.72% | +0.17% | +33.99% | -8.86% | -5.02% | 30:56 | 20:02 | 25:32 | 28:56 | 34:04 | 57:37 | 08:32 | 06:19 |
 | Octarine Core | 7 | 3.68% | 57.6 | 71.43% | +20.61% | +28.57% | -71.43% | 0.00% | 40:00 | 33:03 | 36:34 | 39:28 | 41:41 | 50:13 | 05:07 | 03:47 |
 | Vanguard | 24 | 12.63% | 56.1 | 45.83% | -6.58% | +4.17% | -12.50% | -0.61% | 19:41 | 04:52 | 05:39 | 07:17 | 33:04 | 52:28 | 27:25 | 20:18 |
 | Hood of Defiance | 4 | 2.11% | 54.5 | 75.00% | +23.92% | +25.00% | +25.00% | 0.00% | 11:45 | 09:03 | 09:03 | 10:51 | 11:06 | 16:01 | 02:03 | 01:31 |
 | Power Treads | 10 | 5.26% | 53.0 | 50.00% | -1.67% | +16.67% | 0.00% | -3.04% | 11:05 | 07:45 | 08:30 | 09:32 | 13:59 | 16:45 | 05:29 | 04:03 |
 | Overwhelming Blink | 7 | 3.68% | 51.5 | 57.14% | +5.77% | -7.14% | -7.14% | 0.00% | 50:00 | 36:09 | 38:51 | 53:13 | 55:59 | 1:02:16 | 17:08 | 12:41 |
 | Bloodthorn | 2 | 1.05% | 50.0 | 100.00% | +48.94% | 0.00% | 0.00% | 0.00% | 37:10 | 35:11 | 35:11 | 39:09 | 39:09 | 39:09 | 03:58 | 02:56 |
 | Mage Slayer | 2 | 1.05% | 48.5 | 100.00% | +48.94% | 0.00% | 0.00% | 0.00% | 33:10 | 30:56 | 30:56 | 35:23 | 35:23 | 35:23 | 04:27 | 03:17 |
 | Orchid Malevolence | 2 | 1.05% | 47.0 | 100.00% | +48.94% | 0.00% | 0.00% | 0.00% | 37:08 | 35:07 | 35:07 | 39:08 | 39:08 | 39:08 | 04:01 | 02:58 |
 | Tranquil Boots | 8 | 4.21% | 45.5 | 50.00% | -1.65% | 0.00% | -50.00% | 0.00% | 14:39 | 06:26 | 07:51 | 09:43 | 10:04 | 52:20 | 02:13 | 01:38 |
 | Shiva's Guard | 5 | 2.63% | 43.9 | 60.00% | +8.65% | +40.00% | +40.00% | 0.00% | 38:20 | 31:36 | 31:36 | 37:10 | 38:37 | 52:23 | 07:01 | 05:11 |
 | Sange | 5 | 2.63% | 42.4 | 60.00% | +8.65% | -60.00% | +40.00% | 0.00% | 30:05 | 25:42 | 25:42 | 30:29 | 31:40 | 34:37 | 05:58 | 04:25 |
 | Black King Bar | 9 | 4.74% | 40.9 | 44.44% | -7.49% | +5.56% | -44.44% | 0.00% | 32:34 | 21:46 | 25:00 | 28:11 | 34:13 | 53:02 | 09:13 | 06:49 |
 | Wraith Band | 9 | 4.74% | 39.4 | 44.44% | -7.49% | +5.56% | -44.44% | 0.00% | 02:30 | -01:29 | 01:22 | 02:07 | 02:26 | 08:19 | 01:04 | 00:47 |
 | Javelin | 16 | 8.42% | 37.9 | 31.25% | -22.20% | -6.25% | -6.25% | 0.00% | 19:46 | 03:35 | 10:12 | 16:29 | 20:56 | 45:32 | 10:44 | 07:57 |
 | Morbid Mask | 4 | 2.11% | 36.4 | 50.00% | -1.61% | -50.00% | +50.00% | 0.00% | 24:56 | 16:33 | 16:33 | 22:06 | 28:27 | 32:39 | 11:54 | 08:48 |
 | Buckler | 4 | 2.11% | 34.8 | 50.00% | -1.61% | -50.00% | +50.00% | 0.00% | 23:00 | 10:23 | 10:23 | 22:06 | 28:26 | 31:04 | 18:03 | 13:22 |
 | Heaven's Halberd | 4 | 2.11% | 33.3 | 50.00% | -1.61% | +50.00% | +50.00% | 0.00% | 30:46 | 29:33 | 29:33 | 30:06 | 30:34 | 32:49 | 01:01 | 00:45 |
 | Abyssal Blade | 9 | 4.74% | 31.8 | 33.33% | -19.16% | +66.67% | -33.33% | 0.00% | 44:16 | 32:35 | 33:10 | 47:07 | 48:58 | 52:35 | 15:48 | 11:42 |
 | Headdress | 1 | 0.53% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.53% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.53% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:49 | 02:49 | 02:49 | 02:49 | 02:49 | 02:49 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.53% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:48 | 60:48 | 60:48 | 60:48 | 60:48 | 60:48 | 00:00 | 00:00 |
 | Satanic | 1 | 0.53% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:01 | 39:01 | 39:01 | 39:01 | 39:01 | 39:01 | 00:00 | 00:00 |
 | Chainmail | 1 | 0.53% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.53% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.53% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:34 | 46:34 | 46:34 | 46:34 | 46:34 | 46:34 | 00:00 | 00:00 |
 | Soul Ring | 5 | 2.63% | 18.2 | 40.00% | -11.89% | -40.00% | +60.00% | 0.00% | 09:43 | 08:08 | 08:08 | 09:54 | 10:17 | 10:51 | 02:09 | 01:35 |
 | Maelstrom | 13 | 6.84% | 16.7 | 23.08% | -30.59% | -23.08% | -23.08% | 0.00% | 21:21 | 11:33 | 15:02 | 17:06 | 20:01 | 45:32 | 04:59 | 03:41 |
 | Monkey King Bar | 2 | 1.05% | 15.2 | 50.00% | -1.60% | +50.00% | 0.00% | 0.00% | 50:09 | 32:26 | 32:26 | 1:07:51 | 1:07:51 | 1:07:51 | 35:25 | 26:14 |
 | Wraith Pact | 3 | 1.58% | 13.6 | 33.33% | -18.54% | -33.33% | 0.00% | 0.00% | 27:06 | 23:58 | 23:58 | 25:43 | 31:37 | 31:37 | 07:39 | 05:40 |
 | Ring of Basilius | 3 | 1.58% | 12.1 | 33.33% | -18.54% | -33.33% | 0.00% | 0.00% | 20:19 | 10:23 | 10:23 | 22:06 | 28:27 | 28:27 | 18:04 | 13:22 |
 | Aghanim's Blessing | 3 | 1.58% | 10.6 | 33.33% | -18.54% | -33.33% | 0.00% | 0.00% | 58:55 | 51:55 | 51:55 | 56:47 | 1:08:04 | 1:08:04 | 16:09 | 11:57 |
 | Vladmir's Offering | 3 | 1.58% | 9.1 | 33.33% | -18.54% | -33.33% | 0.00% | 0.00% | 22:38 | 17:05 | 17:05 | 22:06 | 28:42 | 28:42 | 11:37 | 08:36 |
 | Falcon Blade | 1 | 0.53% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:53 | 04:53 | 04:53 | 04:53 | 04:53 | 04:53 | 00:00 | 00:00 |
 | Crown | 1 | 0.53% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:39 | 57:39 | 57:39 | 57:39 | 57:39 | 57:39 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 0.53% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:40 | 57:40 | 57:40 | 57:40 | 57:40 | 57:40 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.53% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 00:00 | 00:00 |
 | Gleipnir | 1 | 0.53% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:50 | 57:50 | 57:50 | 57:50 | 57:50 | 57:50 | 00:00 | 00:00 |